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Neural Networks Essays

Options Evaluation in Large Classes of Rough Stochastic Volatility Models

ABSTRACT Partial differential equations (PDEs) are mathematical models widely used in physics, engineering, and finance to describe various phenomena. However, solving PDEs is often challenging, especially when the dimensionality is high. Deep learning techniques have shown great promise in solving PDEs in recent years. This review introduced a new approach for modelling local stochastic volatility ... Read More
Pages: 9       Words: 2234

Neural Networks Application to Data Mining and Data Warehouse

Introduction Like any other mining effort, data mining is extracting and obtaining valuable information from many raw materials, such as a substantial volume of data. Valuable products are then created once this happens. As companies gain more data, an automated process to handle such volumes of information is needed. Neural networks in data mining are ... Read More
Pages: 3       Words: 649
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